Profiling Report

Dataset statistics

Number of variables	35
Number of observations	425119
Missing cells	1830655
Missing cells (%)	12.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	113.5 MiB
Average record size in memory	280.0 B

Variable types

Numeric	19
DateTime	1
Text	8
Categorical	7

Alerts

`Ball Rebowled` is highly imbalanced (75.7%)	Imbalance
`Extra Type` is highly imbalanced (87.5%)	Imbalance
`Wicket` is highly imbalanced (69.0%)	Imbalance
`Valid Ball` is highly imbalanced (75.7%)	Imbalance
`Method` has 401460 (94.4%) missing values	Missing
`Player Out` has 401460 (94.4%) missing values	Missing
`Runs to Get` has 224815 (52.9%) missing values	Missing
`Player Out Runs` has 401460 (94.4%) missing values	Missing
`Player Out Balls Faced` has 401460 (94.4%) missing values	Missing
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`Batter Runs` has 184757 (43.5%) zeros	Zeros
`Extra Runs` has 399765 (94.0%) zeros	Zeros
`Runs From Ball` has 160394 (37.7%) zeros	Zeros
`Innings Runs` has 4580 (1.1%) zeros	Zeros
`Innings Wickets` has 77021 (18.1%) zeros	Zeros
`Total Batter Runs` has 55592 (13.1%) zeros	Zeros
`Total Non Striker Runs` has 50366 (11.8%) zeros	Zeros
`Batter Balls Faced` has 25027 (5.9%) zeros	Zeros
`Non Striker Balls Faced` has 33793 (7.9%) zeros	Zeros
`Bowler Runs Conceded` has 168659 (39.7%) zeros	Zeros

Reproduction

Analysis started	2024-03-10 17:38:47.128894
Analysis finished	2024-03-10 17:40:52.142683
Duration	2 minutes and 5.01 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

UNIFORM UNIQUE

Distinct	425119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212559

Minimum	0
Maximum	425118
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	21255.9
Q1	106279.5
median	212559
Q3	318838.5
95-th percentile	403862.1
Maximum	425118
Range	425118
Interquartile range (IQR)	212559

Descriptive statistics

Standard deviation	122721.43
Coefficient of variation (CV)	0.57735231
Kurtosis	-1.2
Mean	212559
Median Absolute Deviation (MAD)	106280
Skewness	0
Sum	9.036287 × 10¹⁰
Variance	1.5060549 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
283409	1	< 0.1%
283419	1	< 0.1%
283418	1	< 0.1%
283417	1	< 0.1%
283416	1	< 0.1%
283415	1	< 0.1%
283414	1	< 0.1%
283413	1	< 0.1%
283412	1	< 0.1%
Other values (425109)	425109	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
425118	1	< 0.1%
425117	1	< 0.1%
425116	1	< 0.1%
425115	1	< 0.1%
425114	1	< 0.1%
425113	1	< 0.1%
425112	1	< 0.1%
425111	1	< 0.1%
425110	1	< 0.1%
425109	1	< 0.1%

Match ID
Real number (ℝ)

Distinct	1842
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1089415

Minimum	211028
Maximum	1393328
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	211028
5-th percentile	366622
Q1	951373
median	1233980
Q3	1310948
95-th percentile	1379589
Maximum	1393328
Range	1182300
Interquartile range (IQR)	359575

Descriptive statistics

Standard deviation	322405.16
Coefficient of variation (CV)	0.29594339
Kurtosis	0.23327191
Mean	1089415
Median Absolute Deviation (MAD)	93251
Skewness	-1.2743517
Sum	4.63131 × 10¹¹
Variance	1.0394509 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1321260	275	0.1%
1275268	273	0.1%
1310175	271	0.1%
1275272	268	0.1%
1310171	268	0.1%
1282272	267	0.1%
1310177	266	0.1%
1275277	265	0.1%
1310174	264	0.1%
1310185	264	0.1%
Other values (1832)	422438	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
211028	215	0.1%
211048	245	0.1%
222678	233	0.1%
225263	238	0.1%
225271	253	0.1%
226374	239	0.1%
238195	249	0.1%
249227	249	0.1%
251487	160	< 0.1%
251488	230	0.1%

Value	Count	Frequency (%)
1393328	225	0.1%
1393312	222	0.1%
1393311	247	0.1%
1393310	240	0.1%
1393309	219	0.1%
1391337	260	0.1%
1391336	243	0.1%
1391335	208	< 0.1%
1391333	244	0.1%
1391332	253	0.1%

Date
Date

Distinct	1115
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Minimum	2005-02-17 00:00:00
Maximum	2023-08-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Venue
Text

Distinct	183
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	60
Median length	39
Mean length	24.291961
Min length	6

Characters and Unicode

Total characters	10326974
Distinct characters	58
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SuperSport Park
2nd row	SuperSport Park
3rd row	SuperSport Park
4th row	SuperSport Park
5th row	SuperSport Park

Value	Count	Frequency (%)
cricket	182367	12.7%
stadium	157247	10.9%
ground	106925	7.4%
club	53281	3.7%
international	52349	3.6%
oval	40423	2.8%
park	35514	2.5%
sports	34451	2.4%
national	27530	1.9%
turf	21361	1.5%
Other values (259)	729052	50.6%

Most occurring characters

Value	Count	Frequency (%)
	1015381	9.8%
a	978697	9.5%
r	759924	7.4%
i	709427	6.9%
e	707191	6.8%
t	670326	6.5%
n	612134	5.9%
d	456405	4.4%
u	417411	4.0%
o	384768	3.7%
Other values (48)	3615310	35.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7748285	75.0%
Uppercase Letter	1484079	14.4%
Space Separator	1015381	9.8%
Other Punctuation	19332	0.2%
Decimal Number	18965	0.2%
Close Punctuation	17794	0.2%
Open Punctuation	17794	0.2%
Dash Punctuation	5344	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	978697	12.6%
r	759924	9.8%
i	709427	9.2%
e	707191	9.1%
t	670326	8.7%
n	612134	7.9%
d	456405	5.9%
u	417411	5.4%
o	384768	5.0%
l	348728	4.5%
Other values (15)	1703274	22.0%

Uppercase Letter

Value	Count	Frequency (%)
C	285318	19.2%
S	282919	19.1%
G	153329	10.3%
A	91304	6.2%
I	75995	5.1%
P	67952	4.6%
O	61280	4.1%
M	59190	4.0%
B	55301	3.7%
R	49229	3.3%
Other values (15)	302262	20.4%

Other Punctuation

Value	Count	Frequency (%)
.	15068	77.9%
'	4264	22.1%

Decimal Number

Value	Count	Frequency (%)
1	14884	78.5%
2	4081	21.5%

Space Separator

Value	Count	Frequency (%)
	1015381	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17794	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	17794	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5344	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9232364	89.4%
Common	1094610	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	978697	10.6%
r	759924	8.2%
i	709427	7.7%
e	707191	7.7%
t	670326	7.3%
n	612134	6.6%
d	456405	4.9%
u	417411	4.5%
o	384768	4.2%
l	348728	3.8%
Other values (40)	3187353	34.5%

Common

Value	Count	Frequency (%)
	1015381	92.8%
)	17794	1.6%
(	17794	1.6%
.	15068	1.4%
1	14884	1.4%
-	5344	0.5%
'	4264	0.4%
2	4081	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10326974	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1015381	9.8%
a	978697	9.5%
r	759924	7.4%
i	709427	6.9%
e	707191	6.8%
t	670326	6.5%
n	612134	5.9%
d	456405	4.4%
u	417411	4.0%
o	384768	3.7%
Other values (48)	3615310	35.0%

Bat First
Text

Distinct	96
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	24
Median length	16
Mean length	8.5935515
Min length	4

Characters and Unicode

Total characters	3653282
Distinct characters	51
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	West Indies
2nd row	West Indies
3rd row	West Indies
4th row	West Indies
5th row	West Indies

Value	Count	Frequency (%)
new	27447	5.0%
pakistan	26344	4.8%
india	25358	4.6%
zealand	23649	4.3%
south	21480	3.9%
africa	21288	3.8%
sri	20666	3.7%
lanka	20666	3.7%
west	18180	3.3%
indies	18180	3.3%
Other values (102)	330043	59.6%

Most occurring characters

Value	Count	Frequency (%)
a	607506	16.6%
n	345027	9.4%
i	263367	7.2%
e	248854	6.8%
t	170457	4.7%
d	167943	4.6%
r	166789	4.6%
s	161395	4.4%
l	150227	4.1%
	128182	3.5%
Other values (41)	1243535	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2974501	81.4%
Uppercase Letter	550599	15.1%
Space Separator	128182	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	607506	20.4%
n	345027	11.6%
i	263367	8.9%
e	248854	8.4%
t	170457	5.7%
d	167943	5.6%
r	166789	5.6%
s	161395	5.4%
l	150227	5.1%
g	87021	2.9%
Other values (16)	605915	20.4%

Uppercase Letter

Value	Count	Frequency (%)
A	68419	12.4%
S	65867	12.0%
I	63145	11.5%
N	53249	9.7%
Z	37818	6.9%
P	33519	6.1%
B	32590	5.9%
E	27725	5.0%
L	25004	4.5%
W	18180	3.3%
Other values (14)	125083	22.7%

Space Separator

Value	Count	Frequency (%)
	128182	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3525100	96.5%
Common	128182	3.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	607506	17.2%
n	345027	9.8%
i	263367	7.5%
e	248854	7.1%
t	170457	4.8%
d	167943	4.8%
r	166789	4.7%
s	161395	4.6%
l	150227	4.3%
g	87021	2.5%
Other values (40)	1156514	32.8%

Common

Value	Count	Frequency (%)
	128182	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3653282	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	607506	16.6%
n	345027	9.4%
i	263367	7.2%
e	248854	6.8%
t	170457	4.7%
d	167943	4.6%
r	166789	4.6%
s	161395	4.4%
l	150227	4.1%
	128182	3.5%
Other values (41)	1243535	34.0%

Bat Second
Text

Distinct	95
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	24
Median length	16
Mean length	8.6098128
Min length	4

Characters and Unicode

Total characters	3660195
Distinct characters	52
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	South Africa
2nd row	South Africa
3rd row	South Africa
4th row	South Africa
5th row	South Africa

Value	Count	Frequency (%)
new	23559	4.3%
pakistan	23221	4.2%
australia	21785	3.9%
west	21405	3.9%
indies	21405	3.9%
england	21298	3.8%
india	19942	3.6%
sri	18523	3.3%
lanka	18523	3.3%
ireland	18482	3.3%
Other values (103)	345475	62.4%

Most occurring characters

Value	Count	Frequency (%)
a	581119	15.9%
n	346549	9.5%
e	271876	7.4%
i	253556	6.9%
d	175439	4.8%
r	169506	4.6%
t	165513	4.5%
l	165140	4.5%
s	163809	4.5%
	128499	3.5%
Other values (42)	1239189	33.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2979060	81.4%
Uppercase Letter	552636	15.1%
Space Separator	128499	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	581119	19.5%
n	346549	11.6%
e	271876	9.1%
i	253556	8.5%
d	175439	5.9%
r	169506	5.7%
t	165513	5.6%
l	165140	5.5%
s	163809	5.5%
g	89891	3.0%
Other values (16)	596662	20.0%

Uppercase Letter

Value	Count	Frequency (%)
I	68079	12.3%
S	66493	12.0%
A	62327	11.3%
N	49028	8.9%
P	34085	6.2%
B	33474	6.1%
Z	31294	5.7%
E	29872	5.4%
L	25382	4.6%
W	22378	4.0%
Other values (15)	130224	23.6%

Space Separator

Value	Count	Frequency (%)
	128499	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3531696	96.5%
Common	128499	3.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	581119	16.5%
n	346549	9.8%
e	271876	7.7%
i	253556	7.2%
d	175439	5.0%
r	169506	4.8%
t	165513	4.7%
l	165140	4.7%
s	163809	4.6%
g	89891	2.5%
Other values (41)	1149298	32.5%

Common

Value	Count	Frequency (%)
	128499	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3660195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	581119	15.9%
n	346549	9.5%
e	271876	7.4%
i	253556	6.9%
d	175439	4.8%
r	169506	4.6%
t	165513	4.5%
l	165140	4.5%
s	163809	4.5%
	128499	3.5%
Other values (42)	1239189	33.9%

Innings
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

1	224815
2	200304

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	425119
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Most occurring characters

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	425119	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	425119	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	425119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	224815	52.9%
2	200304	47.1%

Over
Real number (ℝ)

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9593949

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	10
Q3	15
95-th percentile	19
Maximum	20
Range	19
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.6331341
Coefficient of variation (CV)	0.56561007
Kurtosis	-1.1629064
Mean	9.9593949
Median Absolute Deviation (MAD)	5
Skewness	0.088803982
Sum	4233928
Variance	31.732199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
1	23529	5.5%
2	23423	5.5%
3	23109	5.4%
4	23028	5.4%
5	23008	5.4%
6	22844	5.4%
7	22578	5.3%
8	22415	5.3%
9	22279	5.2%
10	22166	5.2%
Other values (10)	196740	46.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	23529	5.5%
2	23423	5.5%
3	23109	5.4%
4	23028	5.4%
5	23008	5.4%
6	22844	5.4%
7	22578	5.3%
8	22415	5.3%
9	22279	5.2%
10	22166	5.2%

Value	Count	Frequency (%)
20	14539	3.4%
19	17170	4.0%
18	18536	4.4%
17	19517	4.6%
16	20098	4.7%
15	20765	4.9%
14	21076	5.0%
13	21415	5.0%
12	21660	5.1%
11	21964	5.2%

Ball
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4863768

Minimum	0
Maximum	7
Zeros	69
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	7
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7089028
Coefficient of variation (CV)	0.49016585
Kurtosis	-1.2652852
Mean	3.4863768
Median Absolute Deviation (MAD)	1
Skewness	0.010473644
Sum	1482125
Variance	2.9203488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	71722	16.9%
2	71229	16.8%
3	70974	16.7%
4	70758	16.6%
5	70369	16.6%
6	69840	16.4%
7	158	< 0.1%
0	69	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69	< 0.1%
1	71722	16.9%
2	71229	16.8%
3	70974	16.7%
4	70758	16.6%
5	70369	16.6%
6	69840	16.4%
7	158	< 0.1%

Value	Count	Frequency (%)
7	158	< 0.1%
6	69840	16.4%
5	70369	16.6%
4	70758	16.6%
3	70974	16.7%
2	71229	16.8%
1	71722	16.9%
0	69	< 0.1%

Batter
Text

Distinct	2899
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	22
Median length	19
Mean length	10.501064
Min length	5

Characters and Unicode

Total characters	4464202
Distinct characters	60
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	65 ?
Unique (%)	< 0.1%

Sample

1st row	BA King
2nd row	KR Mayers
3rd row	BA King
4th row	J Charles
5th row	J Charles

Value	Count	Frequency (%)
s	11003	1.3%
mohammad	10836	1.3%
a	8786	1.0%
singh	7727	0.9%
khan	7125	0.8%
v	6695	0.8%
r	6416	0.7%
ali	6324	0.7%
ahmed	6239	0.7%
j	5916	0.7%
Other values (3163)	786938	91.1%

Most occurring characters

Value	Count	Frequency (%)
a	546150	12.2%
	438886	9.8%
i	244396	5.5%
e	225147	5.0%
n	209900	4.7%
r	203889	4.6%
h	192152	4.3%
l	168608	3.8%
m	142355	3.2%
o	137400	3.1%
Other values (50)	1955319	43.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2908578	65.2%
Uppercase Letter	1108662	24.8%
Space Separator	438886	9.8%
Dash Punctuation	3910	0.1%
Other Punctuation	3473	0.1%
Open Punctuation	231	< 0.1%
Close Punctuation	231	< 0.1%
Decimal Number	231	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	546150	18.8%
i	244396	8.4%
e	225147	7.7%
n	209900	7.2%
r	203889	7.0%
h	192152	6.6%
l	168608	5.8%
m	142355	4.9%
o	137400	4.7%
s	134597	4.6%
Other values (16)	703984	24.2%

Uppercase Letter

Value	Count	Frequency (%)
S	129423	11.7%
M	118631	10.7%
A	109036	9.8%
R	70403	6.4%
J	67250	6.1%
D	64846	5.8%
K	60681	5.5%
B	55072	5.0%
P	53606	4.8%
C	50682	4.6%
Other values (16)	329032	29.7%

Decimal Number

Value	Count	Frequency (%)
2	154	66.7%
3	76	32.9%
1	1	0.4%

Space Separator

Value	Count	Frequency (%)
	438886	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3910	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	3473	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	231	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	231	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4017240	90.0%
Common	446962	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	546150	13.6%
i	244396	6.1%
e	225147	5.6%
n	209900	5.2%
r	203889	5.1%
h	192152	4.8%
l	168608	4.2%
m	142355	3.5%
o	137400	3.4%
s	134597	3.4%
Other values (42)	1812646	45.1%

Common

Value	Count	Frequency (%)
	438886	98.2%
-	3910	0.9%
'	3473	0.8%
(	231	0.1%
)	231	0.1%
2	154	< 0.1%
3	76	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4464202	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	546150	12.2%
	438886	9.8%
i	244396	5.5%
e	225147	5.0%
n	209900	4.7%
r	203889	4.6%
h	192152	4.3%
l	168608	3.8%
m	142355	3.2%
o	137400	3.1%
Other values (50)	1955319	43.8%

Non Striker
Text

Distinct	2854
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	22
Median length	19
Mean length	10.506929
Min length	5

Characters and Unicode

Total characters	4466695
Distinct characters	60
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	< 0.1%

Sample

1st row	KR Mayers
2nd row	BA King
3rd row	KR Mayers
4th row	KR Mayers
5th row	KR Mayers

Value	Count	Frequency (%)
s	11304	1.3%
mohammad	10778	1.2%
a	8866	1.0%
singh	7838	0.9%
khan	7127	0.8%
v	6643	0.8%
ali	6419	0.7%
r	6374	0.7%
ahmed	6105	0.7%
j	5873	0.7%
Other values (3119)	786950	91.1%

Most occurring characters

Value	Count	Frequency (%)
a	545937	12.2%
	439158	9.8%
i	245201	5.5%
e	225324	5.0%
n	210654	4.7%
r	203533	4.6%
h	192111	4.3%
l	168282	3.8%
m	141935	3.2%
o	137610	3.1%
Other values (50)	1956950	43.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2909165	65.1%
Uppercase Letter	1109830	24.8%
Space Separator	439158	9.8%
Dash Punctuation	4152	0.1%
Other Punctuation	3664	0.1%
Open Punctuation	242	< 0.1%
Close Punctuation	242	< 0.1%
Decimal Number	242	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	545937	18.8%
i	245201	8.4%
e	225324	7.7%
n	210654	7.2%
r	203533	7.0%
h	192111	6.6%
l	168282	5.8%
m	141935	4.9%
o	137610	4.7%
s	134788	4.6%
Other values (16)	703790	24.2%

Uppercase Letter

Value	Count	Frequency (%)
S	130032	11.7%
M	118695	10.7%
A	108759	9.8%
R	70669	6.4%
J	67213	6.1%
D	65274	5.9%
K	60496	5.5%
B	55285	5.0%
P	53266	4.8%
C	51180	4.6%
Other values (16)	328961	29.6%

Decimal Number

Value	Count	Frequency (%)
2	179	74.0%
3	61	25.2%
1	2	0.8%

Space Separator

Value	Count	Frequency (%)
	439158	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4152	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	3664	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	242	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	242	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4018995	90.0%
Common	447700	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	545937	13.6%
i	245201	6.1%
e	225324	5.6%
n	210654	5.2%
r	203533	5.1%
h	192111	4.8%
l	168282	4.2%
m	141935	3.5%
o	137610	3.4%
s	134788	3.4%
Other values (42)	1813620	45.1%

Common

Value	Count	Frequency (%)
	439158	98.1%
-	4152	0.9%
'	3664	0.8%
(	242	0.1%
)	242	0.1%
2	179	< 0.1%
3	61	< 0.1%
1	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4466695	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	545937	12.2%
	439158	9.8%
i	245201	5.5%
e	225324	5.0%
n	210654	4.7%
r	203533	4.6%
h	192111	4.3%
l	168282	3.8%
m	141935	3.2%
o	137610	3.1%
Other values (50)	1956950	43.8%

Bowler
Text

Distinct	2156
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	22
Median length	19
Mean length	10.544095
Min length	5

Characters and Unicode

Total characters	4482495
Distinct characters	60
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	WD Parnell
2nd row	WD Parnell
3rd row	WD Parnell
4th row	WD Parnell
5th row	WD Parnell

Value	Count	Frequency (%)
khan	12256	1.4%
mohammad	11520	1.3%
a	10372	1.2%
s	9916	1.1%
m	7539	0.9%
b	7237	0.8%
r	6969	0.8%
singh	6702	0.8%
ahmed	6477	0.7%
j	6399	0.7%
Other values (2472)	781503	90.2%

Most occurring characters

Value	Count	Frequency (%)
a	571690	12.8%
	441771	9.9%
e	239014	5.3%
i	227520	5.1%
n	213216	4.8%
h	209917	4.7%
r	202248	4.5%
l	148437	3.3%
m	139700	3.1%
o	137938	3.1%
Other values (50)	1951044	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2936631	65.5%
Uppercase Letter	1096775	24.5%
Space Separator	441771	9.9%
Dash Punctuation	4019	0.1%
Other Punctuation	1361	< 0.1%
Open Punctuation	646	< 0.1%
Close Punctuation	646	< 0.1%
Decimal Number	646	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	571690	19.5%
e	239014	8.1%
i	227520	7.7%
n	213216	7.3%
h	209917	7.1%
r	202248	6.9%
l	148437	5.1%
m	139700	4.8%
o	137938	4.7%
d	135882	4.6%
Other values (16)	711069	24.2%

Uppercase Letter

Value	Count	Frequency (%)
S	127964	11.7%
A	119570	10.9%
M	115177	10.5%
J	70333	6.4%
R	67118	6.1%
K	61969	5.7%
B	54959	5.0%
C	49814	4.5%
D	48815	4.5%
H	46581	4.2%
Other values (16)	334475	30.5%

Decimal Number

Value	Count	Frequency (%)
3	468	72.4%
2	104	16.1%
1	74	11.5%

Space Separator

Value	Count	Frequency (%)
	441771	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4019	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	1361	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	646	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	646	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4033406	90.0%
Common	449089	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	571690	14.2%
e	239014	5.9%
i	227520	5.6%
n	213216	5.3%
h	209917	5.2%
r	202248	5.0%
l	148437	3.7%
m	139700	3.5%
o	137938	3.4%
d	135882	3.4%
Other values (42)	1807844	44.8%

Common

Value	Count	Frequency (%)
	441771	98.4%
-	4019	0.9%
'	1361	0.3%
(	646	0.1%
)	646	0.1%
3	468	0.1%
2	104	< 0.1%
1	74	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4482495	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	571690	12.8%
	441771	9.9%
e	239014	5.3%
i	227520	5.1%
n	213216	4.8%
h	209917	4.7%
r	202248	4.5%
l	148437	3.3%
m	139700	3.1%
o	137938	3.1%
Other values (50)	1951044	43.5%

Batter Runs
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1395021

Minimum	0
Maximum	7
Zeros	184757
Zeros (%)	43.5%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5460202
Coefficient of variation (CV)	1.3567506
Kurtosis	2.2399305
Mean	1.1395021
Median Absolute Deviation (MAD)	1
Skewness	1.7191293
Sum	484424
Variance	2.3901783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	184757	43.5%
1	149518	35.2%
4	41055	9.7%
2	30469	7.2%
6	17212	4.0%
3	2034	0.5%
5	72	< 0.1%
7	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	184757	43.5%
1	149518	35.2%
2	30469	7.2%
3	2034	0.5%
4	41055	9.7%
5	72	< 0.1%
6	17212	4.0%
7	2	< 0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
6	17212	4.0%
5	72	< 0.1%
4	41055	9.7%
3	2034	0.5%
2	30469	7.2%
1	149518	35.2%
0	184757	43.5%

Extra Runs
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.075131904

Minimum	0
Maximum	6
Zeros	399765
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.35930997
Coefficient of variation (CV)	4.7823887
Kurtosis	78.769069
Mean	0.075131904
Median Absolute Deviation (MAD)	0
Skewness	7.6259703
Sum	31940
Variance	0.12910365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	399765	94.0%
1	22341	5.3%
2	1392	0.3%
4	833	0.2%
5	558	0.1%
3	229	0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	399765	94.0%
1	22341	5.3%
2	1392	0.3%
3	229	0.1%
4	833	0.2%
5	558	0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	558	0.1%
4	833	0.2%
3	229	0.1%
2	1392	0.3%
1	22341	5.3%
0	399765	94.0%

Runs From Ball
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.214634

Minimum	0
Maximum	8
Zeros	160394
Zeros (%)	37.7%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5360303
Coefficient of variation (CV)	1.2646034
Kurtosis	2.1415603
Mean	1.214634
Median Absolute Deviation (MAD)	1
Skewness	1.6768463
Sum	516364
Variance	2.359389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	170365	40.1%
0	160394	37.7%
4	41659	9.8%
2	32230	7.6%
6	17107	4.0%
3	2392	0.6%
5	860	0.2%
7	111	< 0.1%
8	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	160394	37.7%
1	170365	40.1%
2	32230	7.6%
3	2392	0.6%
4	41659	9.8%
5	860	0.2%
6	17107	4.0%
7	111	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	111	< 0.1%
6	17107	4.0%
5	860	0.2%
4	41659	9.8%
3	2392	0.6%
2	32230	7.6%
1	170365	40.1%
0	160394	37.7%

Ball Rebowled
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

0	408034
1	17085

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	425119
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Most occurring characters

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	425119	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	425119	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	425119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	408034	96.0%
1	17085	4.0%

Extra Type
Categorical

IMBALANCE

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

[]	399765
['wides']	15246
['legbyes']	6631
['noballs']	1775
['byes']	1631
Other values (5)	71

Length

Max length	22
Median length	2
Mean length	2.4548115
Min length	2

Characters and Unicode

Total characters	1043587
Distinct characters	19
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	[]
2nd row	[]
3rd row	[]
4th row	[]
5th row	[]

Common Values

Value	Count	Frequency (%)
[]	399765	94.0%
['wides']	15246	3.6%
['legbyes']	6631	1.6%
['noballs']	1775	0.4%
['byes']	1631	0.4%
['byes', 'noballs']	47	< 0.1%
['legbyes', 'noballs']	11	< 0.1%
['penalty']	7	< 0.1%
['noballs', 'byes']	5	< 0.1%
['noballs', 'penalty']	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	399765	94.0%
wides	15246	3.6%
legbyes	6642	1.6%
noballs	1839	0.4%
byes	1683	0.4%
penalty	8	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
[	425119	40.7%
]	425119	40.7%
'	50836	4.9%
e	30221	2.9%
s	25410	2.4%
w	15246	1.5%
i	15246	1.5%
d	15246	1.5%
l	10328	1.0%
b	10164	1.0%
Other values (9)	20652	2.0%

Most occurring categories

Value	Count	Frequency (%)
Open Punctuation	425119	40.7%
Close Punctuation	425119	40.7%
Lowercase Letter	142385	13.6%
Other Punctuation	50900	4.9%
Space Separator	64	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	30221	21.2%
s	25410	17.8%
w	15246	10.7%
i	15246	10.7%
d	15246	10.7%
l	10328	7.3%
b	10164	7.1%
y	8333	5.9%
g	6642	4.7%
n	1847	1.3%
Other values (4)	3702	2.6%

Other Punctuation

Value	Count	Frequency (%)
'	50836	99.9%
,	64	0.1%

Open Punctuation

Value	Count	Frequency (%)
[	425119	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	425119	100.0%

Space Separator

Value	Count	Frequency (%)
	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	901202	86.4%
Latin	142385	13.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	30221	21.2%
s	25410	17.8%
w	15246	10.7%
i	15246	10.7%
d	15246	10.7%
l	10328	7.3%
b	10164	7.1%
y	8333	5.9%
g	6642	4.7%
n	1847	1.3%
Other values (4)	3702	2.6%

Common

Value	Count	Frequency (%)
[	425119	47.2%
]	425119	47.2%
'	50836	5.6%
,	64	< 0.1%
	64	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1043587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
[	425119	40.7%
]	425119	40.7%
'	50836	4.9%
e	30221	2.9%
s	25410	2.4%
w	15246	1.5%
i	15246	1.5%
d	15246	1.5%
l	10328	1.0%
b	10164	1.0%
Other values (9)	20652	2.0%

Wicket
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

0	401460
1	23659

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	425119
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Most occurring characters

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	425119	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	425119	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	425119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	401460	94.4%
1	23659	5.6%

Method
Categorical

MISSING

Distinct	12
Distinct (%)	0.1%
Missing	401460
Missing (%)	94.4%
Memory size	3.2 MiB

caught	13378
bowled	4917
run out	1997
lbw	1824
stumped	796
Other values (7)	747

Length

Max length	21
Median length	6
Mean length	6.2204658
Min length	3

Characters and Unicode

Total characters	147170
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	caught
2nd row	caught
3rd row	caught
4th row	bowled
5th row	caught

Common Values

Value	Count	Frequency (%)
caught	13378	3.1%
bowled	4917	1.2%
run out	1997	0.5%
lbw	1824	0.4%
stumped	796	0.2%
caught and bowled	685	0.2%
retired hurt	27	< 0.1%
hit wicket	24	< 0.1%
retired not out	5	< 0.1%
retired out	3	< 0.1%
Other values (2)	3	< 0.1%
(Missing)	401460	94.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
caught	14063	51.9%
bowled	5602	20.7%
out	2005	7.4%
run	1997	7.4%
lbw	1824	6.7%
stumped	796	2.9%
and	685	2.5%
retired	35	0.1%
hurt	27	0.1%
hit	25	0.1%
Other values (7)	38	0.1%

Most occurring characters

Value	Count	Frequency (%)
u	18890	12.8%
t	16988	11.5%
a	14749	10.0%
h	14118	9.6%
c	14090	9.6%
g	14065	9.6%
o	7614	5.2%
w	7451	5.1%
l	7430	5.0%
b	7429	5.0%
Other values (11)	24346	16.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	143732	97.7%
Space Separator	3438	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	18890	13.1%
t	16988	11.8%
a	14749	10.3%
h	14118	9.8%
c	14090	9.8%
g	14065	9.8%
o	7614	5.3%
w	7451	5.2%
l	7430	5.2%
b	7429	5.2%
Other values (10)	20908	14.5%

Space Separator

Value	Count	Frequency (%)
	3438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	143732	97.7%
Common	3438	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	18890	13.1%
t	16988	11.8%
a	14749	10.3%
h	14118	9.8%
c	14090	9.8%
g	14065	9.8%
o	7614	5.3%
w	7451	5.2%
l	7430	5.2%
b	7429	5.2%
Other values (10)	20908	14.5%

Common

Value	Count	Frequency (%)
	3438	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147170	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
u	18890	12.8%
t	16988	11.5%
a	14749	10.0%
h	14118	9.6%
c	14090	9.6%
g	14065	9.6%
o	7614	5.2%
w	7451	5.1%
l	7430	5.0%
b	7429	5.0%
Other values (11)	24346	16.5%

Player Out
Text

MISSING

Distinct	2683
Distinct (%)	11.3%
Missing	401460
Missing (%)	94.4%
Memory size	3.2 MiB

Length

Max length	22
Median length	19
Mean length	10.539245
Min length	5

Characters and Unicode

Total characters	249348
Distinct characters	60
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	498 ?
Unique (%)	2.1%

Sample

1st row	BA King
2nd row	KR Mayers
3rd row	N Pooran
4th row	J Charles
5th row	R Powell

Value	Count	Frequency (%)
s	607	1.3%
mohammad	524	1.1%
a	509	1.1%
khan	466	1.0%
singh	403	0.8%
r	361	0.8%
ali	355	0.7%
j	327	0.7%
c	325	0.7%
ahmed	317	0.7%
Other values (2982)	43876	91.3%

Most occurring characters

Value	Count	Frequency (%)
a	30881	12.4%
	24411	9.8%
i	13603	5.5%
e	12683	5.1%
n	11909	4.8%
r	11492	4.6%
h	10700	4.3%
l	9119	3.7%
m	7801	3.1%
o	7565	3.0%
Other values (50)	109184	43.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	163182	65.4%
Uppercase Letter	61338	24.6%
Space Separator	24411	9.8%
Dash Punctuation	194	0.1%
Other Punctuation	175	0.1%
Open Punctuation	16	< 0.1%
Close Punctuation	16	< 0.1%
Decimal Number	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	30881	18.9%
i	13603	8.3%
e	12683	7.8%
n	11909	7.3%
r	11492	7.0%
h	10700	6.6%
l	9119	5.6%
m	7801	4.8%
o	7565	4.6%
s	7555	4.6%
Other values (16)	39874	24.4%

Uppercase Letter

Value	Count	Frequency (%)
S	7093	11.6%
M	6404	10.4%
A	6154	10.0%
R	3790	6.2%
J	3719	6.1%
D	3400	5.5%
K	3345	5.5%
B	2920	4.8%
C	2889	4.7%
P	2842	4.6%
Other values (16)	18782	30.6%

Decimal Number

Value	Count	Frequency (%)
2	9	56.2%
3	6	37.5%
1	1	6.2%

Space Separator

Value	Count	Frequency (%)
	24411	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	194	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	175	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	224520	90.0%
Common	24828	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	30881	13.8%
i	13603	6.1%
e	12683	5.6%
n	11909	5.3%
r	11492	5.1%
h	10700	4.8%
l	9119	4.1%
m	7801	3.5%
o	7565	3.4%
s	7555	3.4%
Other values (42)	101212	45.1%

Common

Value	Count	Frequency (%)
	24411	98.3%
-	194	0.8%
'	175	0.7%
(	16	0.1%
)	16	0.1%
2	9	< 0.1%
3	6	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	249348	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	30881	12.4%
	24411	9.8%
i	13603	5.5%
e	12683	5.1%
n	11909	4.8%
r	11492	4.6%
h	10700	4.3%
l	9119	3.7%
m	7801	3.1%
o	7565	3.0%
Other values (50)	109184	43.8%

Innings Runs
Real number (ℝ)

ZEROS

Distinct	267
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.763113

Minimum	0
Maximum	278
Zeros	4580
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	31
median	63
Q3	101
95-th percentile	152
Maximum	278
Range	278
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	46.234421
Coefficient of variation (CV)	0.67237242
Kurtosis	-0.31995701
Mean	68.763113
Median Absolute Deviation (MAD)	35
Skewness	0.53290907
Sum	29232506
Variance	2137.6217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5095	1.2%
0	4580	1.1%
4	3914	0.9%
6	3829	0.9%
2	3788	0.9%
5	3684	0.9%
8	3561	0.8%
12	3511	0.8%
7	3495	0.8%
37	3360	0.8%
Other values (257)	386302	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4580	1.1%
1	5095	1.2%
2	3788	0.9%
3	2867	0.7%
4	3914	0.9%
5	3684	0.9%
6	3829	0.9%
7	3495	0.8%
8	3561	0.8%
9	3343	0.8%

Value	Count	Frequency (%)
278	1	< 0.1%
274	1	< 0.1%
273	3	< 0.1%
267	1	< 0.1%
263	2	< 0.1%
261	1	< 0.1%
260	4	< 0.1%
259	3	< 0.1%
258	6	< 0.1%
257	2	< 0.1%

Innings Wickets
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7488797

Minimum	0
Maximum	11
Zeros	77021
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	11
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2839439
Coefficient of variation (CV)	0.83086352
Kurtosis	-0.10926061
Mean	2.7488797
Median Absolute Deviation (MAD)	2
Skewness	0.75197668
Sum	1168601
Variance	5.2163997
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	77021	18.1%
1	75621	17.8%
2	71616	16.8%
3	61227	14.4%
4	47693	11.2%
5	34795	8.2%
6	23728	5.6%
7	16108	3.8%
8	10256	2.4%
9	6393	1.5%
Other values (2)	661	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77021	18.1%
1	75621	17.8%
2	71616	16.8%
3	61227	14.4%
4	47693	11.2%
5	34795	8.2%
6	23728	5.6%
7	16108	3.8%
8	10256	2.4%
9	6393	1.5%

Value	Count	Frequency (%)
11	1	< 0.1%
10	660	0.2%
9	6393	1.5%
8	10256	2.4%
7	16108	3.8%
6	23728	5.6%
5	34795	8.2%
4	47693	11.2%
3	61227	14.4%
2	71616	16.8%

Target Score
Real number (ℝ)

Distinct	212
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.29617

Minimum	11
Maximum	279
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	11
5-th percentile	88
Q1	129
median	154
Q3	179
95-th percentile	214
Maximum	279
Range	268
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	38.138024
Coefficient of variation (CV)	0.24878654
Kurtosis	0.24095591
Mean	153.29617
Median Absolute Deviation (MAD)	25
Skewness	-0.1126593
Sum	65169115
Variance	1454.5089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
154	7955	1.9%
142	6283	1.5%
148	6204	1.5%
165	6087	1.4%
169	5718	1.3%
161	5487	1.3%
159	5389	1.3%
160	5134	1.2%
147	5077	1.2%
145	5034	1.2%
Other values (202)	366751	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	55	< 0.1%
15	155	< 0.1%
24	100	< 0.1%
27	199	< 0.1%
30	149	< 0.1%
31	286	0.1%
37	109	< 0.1%
38	319	0.1%
40	96	< 0.1%
44	488	0.1%

Value	Count	Frequency (%)
279	260	0.1%
264	246	0.1%
261	487	0.1%
259	514	0.1%
257	246	0.1%
255	250	0.1%
253	253	0.1%
249	250	0.1%
246	684	0.2%
244	483	0.1%

Runs to Get
Real number (ℝ)

MISSING

Distinct	295
Distinct (%)	0.1%
Missing	224815
Missing (%)	52.9%
Infinite	0
Infinite (%)	0.0%
Mean	90.19706

Minimum	-39
Maximum	273
Zeros	443
Zeros (%)	0.1%
Negative	601
Negative (%)	0.1%
Memory size	3.2 MiB

Quantile statistics

Minimum	-39
5-th percentile	13
Q1	51
median	88
Q3	126
95-th percentile	176
Maximum	273
Range	312
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	49.981172
Coefficient of variation (CV)	0.55413305
Kurtosis	-0.5304413
Mean	90.19706
Median Absolute Deviation (MAD)	37
Skewness	0.27374588
Sum	18066832
Variance	2498.1175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93	1487	0.3%
71	1468	0.3%
91	1450	0.3%
85	1443	0.3%
72	1440	0.3%
95	1428	0.3%
96	1427	0.3%
83	1421	0.3%
92	1418	0.3%
87	1416	0.3%
Other values (285)	185906	43.7%
(Missing)	224815	52.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-39	1	< 0.1%
-35	1	< 0.1%
-29	1	< 0.1%
-24	1	< 0.1%
-23	1	< 0.1%
-22	1	< 0.1%
-20	1	< 0.1%
-19	1	< 0.1%
-18	4	< 0.1%
-17	2	< 0.1%

Value	Count	Frequency (%)
273	2	< 0.1%
272	1	< 0.1%
271	1	< 0.1%
270	1	< 0.1%
269	2	< 0.1%
264	3	< 0.1%
263	1	< 0.1%
261	9	< 0.1%
260	4	< 0.1%
259	2	< 0.1%

Balls Remaining
Real number (ℝ)

Distinct	122
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.797443

Minimum	-1
Maximum	120
Zeros	2100
Zeros (%)	0.5%
Negative	8
Negative (%)	< 0.1%
Memory size	3.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	8
Q1	34
median	64
Q3	92
95-th percentile	114
Maximum	120
Range	121
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	33.835073
Coefficient of variation (CV)	0.53879699
Kurtosis	-1.1577359
Mean	62.797443
Median Absolute Deviation (MAD)	29
Skewness	-0.086616374
Sum	26696386
Variance	1144.8122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114	3995	0.9%
117	3943	0.9%
119	3936	0.9%
112	3913	0.9%
118	3908	0.9%
113	3898	0.9%
111	3883	0.9%
110	3878	0.9%
107	3870	0.9%
108	3868	0.9%
Other values (112)	386027	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	8	< 0.1%
0	2100	0.5%
1	2302	0.5%
2	2366	0.6%
3	2485	0.6%
4	2543	0.6%
5	2589	0.6%
6	2729	0.6%
7	2776	0.7%
8	2823	0.7%

Value	Count	Frequency (%)
120	343	0.1%
119	3936	0.9%
118	3908	0.9%
117	3943	0.9%
116	3851	0.9%
115	3864	0.9%
114	3995	0.9%
113	3898	0.9%
112	3913	0.9%
111	3883	0.9%

Winner
Text

Distinct	89
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	24
Median length	16
Mean length	8.542688
Min length	4

Characters and Unicode

Total characters	3631659
Distinct characters	52
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	South Africa
2nd row	South Africa
3rd row	South Africa
4th row	South Africa
5th row	South Africa

Value	Count	Frequency (%)
pakistan	31054	5.6%
india	29734	5.4%
new	27974	5.1%
zealand	23300	4.2%
south	21399	3.9%
africa	21399	3.9%
australia	20882	3.8%
england	20702	3.8%
sri	17536	3.2%
lanka	17536	3.2%
Other values (97)	319589	58.0%

Most occurring characters

Value	Count	Frequency (%)
a	607097	16.7%
n	355185	9.8%
i	261556	7.2%
e	242421	6.7%
t	175099	4.8%
d	174173	4.8%
s	161674	4.5%
r	156920	4.3%
l	154965	4.3%
	125986	3.5%
Other values (42)	1216583	33.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2957480	81.4%
Uppercase Letter	548193	15.1%
Space Separator	125986	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	607097	20.5%
n	355185	12.0%
i	261556	8.8%
e	242421	8.2%
t	175099	5.9%
d	174173	5.9%
s	161674	5.5%
r	156920	5.3%
l	154965	5.2%
u	88662	3.0%
Other values (16)	579728	19.6%

Uppercase Letter

Value	Count	Frequency (%)
A	72013	13.1%
I	67909	12.4%
S	63552	11.6%
N	55876	10.2%
P	39800	7.3%
Z	32122	5.9%
E	28607	5.2%
B	27100	4.9%
L	21607	3.9%
U	19334	3.5%
Other values (15)	120273	21.9%

Space Separator

Value	Count	Frequency (%)
	125986	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3505673	96.5%
Common	125986	3.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	607097	17.3%
n	355185	10.1%
i	261556	7.5%
e	242421	6.9%
t	175099	5.0%
d	174173	5.0%
s	161674	4.6%
r	156920	4.5%
l	154965	4.4%
u	88662	2.5%
Other values (41)	1127921	32.2%

Common

Value	Count	Frequency (%)
	125986	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3631659	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	607097	16.7%
n	355185	9.8%
i	261556	7.2%
e	242421	6.7%
t	175099	4.8%
d	174173	4.8%
s	161674	4.5%
r	156920	4.3%
l	154965	4.3%
	125986	3.5%
Other values (42)	1216583	33.5%

Chased Successfully
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

0	219364
1	205755

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	425119
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Most occurring characters

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	425119	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	425119	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	425119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	219364	51.6%
1	205755	48.4%

Total Batter Runs
Real number (ℝ)

ZEROS

Distinct	160
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.71182

Minimum	0
Maximum	172
Zeros	55592
Zeros (%)	13.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	21
95-th percentile	49
Maximum	172
Range	172
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.64172
Coefficient of variation (CV)	1.1311803
Kurtosis	4.121421
Mean	14.71182
Median Absolute Deviation (MAD)	8
Skewness	1.8050702
Sum	6254274
Variance	276.94685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	55592	13.1%
1	32066	7.5%
2	23262	5.5%
4	20041	4.7%
5	16694	3.9%
3	16098	3.8%
6	16081	3.8%
7	13576	3.2%
8	13214	3.1%
9	11884	2.8%
Other values (150)	206611	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55592	13.1%
1	32066	7.5%
2	23262	5.5%
3	16098	3.8%
4	20041	4.7%
5	16694	3.9%
6	16081	3.8%
7	13576	3.2%
8	13214	3.1%
9	11884	2.8%

Value	Count	Frequency (%)
172	1	< 0.1%
170	1	< 0.1%
168	1	< 0.1%
167	1	< 0.1%
166	1	< 0.1%
162	1	< 0.1%
160	1	< 0.1%
158	1	< 0.1%
157	1	< 0.1%
156	1	< 0.1%

Total Non Striker Runs
Real number (ℝ)

ZEROS

Distinct	143
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.952406

Minimum	0
Maximum	168
Zeros	50366
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	20
95-th percentile	47
Maximum	168
Range	168
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	15.976979
Coefficient of variation (CV)	1.1451056
Kurtosis	4.1507189
Mean	13.952406
Median Absolute Deviation (MAD)	7
Skewness	1.8108751
Sum	5931433
Variance	255.26386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50366	11.8%
1	42797	10.1%
2	26274	6.2%
3	18716	4.4%
4	17661	4.2%
5	16695	3.9%
6	15779	3.7%
7	13836	3.3%
8	13214	3.1%
9	11671	2.7%
Other values (133)	198110	46.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50366	11.8%
1	42797	10.1%
2	26274	6.2%
3	18716	4.4%
4	17661	4.2%
5	16695	3.9%
6	15779	3.7%
7	13836	3.3%
8	13214	3.1%
9	11671	2.7%

Value	Count	Frequency (%)
168	2	< 0.1%
167	1	< 0.1%
158	8	< 0.1%
157	2	< 0.1%
148	1	< 0.1%
145	6	< 0.1%
144	2	< 0.1%
143	1	< 0.1%
142	4	< 0.1%
139	2	< 0.1%

Batter Balls Faced
Real number (ℝ)

ZEROS

Distinct	77
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.48656

Minimum	0
Maximum	76
Zeros	25027
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	9
Q3	18
95-th percentile	36
Maximum	76
Range	76
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.475981
Coefficient of variation (CV)	0.91906667
Kurtosis	1.4678768
Mean	12.48656
Median Absolute Deviation (MAD)	6
Skewness	1.2960818
Sum	5308274
Variance	131.69815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	26817	6.3%
1	26760	6.3%
0	25027	5.9%
3	24858	5.8%
4	23035	5.4%
5	21334	5.0%
6	19838	4.7%
7	18383	4.3%
8	17087	4.0%
9	15895	3.7%
Other values (67)	206085	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25027	5.9%
1	26760	6.3%
2	26817	6.3%
3	24858	5.8%
4	23035	5.4%
5	21334	5.0%
6	19838	4.7%
7	18383	4.3%
8	17087	4.0%
9	15895	3.7%

Value	Count	Frequency (%)
76	2	< 0.1%
75	2	< 0.1%
74	3	< 0.1%
73	3	< 0.1%
72	3	< 0.1%
71	4	< 0.1%
70	8	< 0.1%
69	11	< 0.1%
68	16	< 0.1%
67	21	< 0.1%

Non Striker Balls Faced
Real number (ℝ)

ZEROS

Distinct	73
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.138455

Minimum	0
Maximum	74
Zeros	33793
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	9
Q3	18
95-th percentile	36
Maximum	74
Range	74
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.336384
Coefficient of variation (CV)	0.9339231
Kurtosis	1.392277
Mean	12.138455
Median Absolute Deviation (MAD)	7
Skewness	1.2770025
Sum	5160288
Variance	128.5136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33793	7.9%
1	26576	6.3%
2	25814	6.1%
3	23981	5.6%
4	22082	5.2%
5	20887	4.9%
6	20264	4.8%
7	18036	4.2%
8	16604	3.9%
9	15128	3.6%
Other values (63)	201954	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33793	7.9%
1	26576	6.3%
2	25814	6.1%
3	23981	5.6%
4	22082	5.2%
5	20887	4.9%
6	20264	4.8%
7	18036	4.2%
8	16604	3.9%
9	15128	3.6%

Value	Count	Frequency (%)
74	2	< 0.1%
73	2	< 0.1%
70	2	< 0.1%
69	4	< 0.1%
68	17	< 0.1%
67	14	< 0.1%
66	14	< 0.1%
65	29	< 0.1%
64	49	< 0.1%
63	44	< 0.1%

Player Out Runs
Real number (ℝ)

MISSING

Distinct	123
Distinct (%)	0.5%
Missing	401460
Missing (%)	94.4%
Infinite	0
Infinite (%)	0.0%
Mean	15.38628

Minimum	0
Maximum	172
Zeros	2955
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	22
95-th percentile	52
Maximum	172
Range	172
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	17.408768
Coefficient of variation (CV)	1.1314475
Kurtosis	3.9897709
Mean	15.38628
Median Absolute Deviation (MAD)	8
Skewness	1.80077
Sum	364024
Variance	303.06521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2955	0.7%
1	1695	0.4%
2	1292	0.3%
4	1092	0.3%
5	943	0.2%
3	889	0.2%
6	855	0.2%
7	786	0.2%
8	722	0.2%
9	679	0.2%
Other values (113)	11751	2.8%
(Missing)	401460	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2955	0.7%
1	1695	0.4%
2	1292	0.3%
3	889	0.2%
4	1092	0.3%
5	943	0.2%
6	855	0.2%
7	786	0.2%
8	722	0.2%
9	679	0.2%

Value	Count	Frequency (%)
172	1	< 0.1%
156	1	< 0.1%
132	1	< 0.1%
124	1	< 0.1%
123	1	< 0.1%
122	2	< 0.1%
119	1	< 0.1%
118	2	< 0.1%
117	3	< 0.1%
115	1	< 0.1%

Player Out Balls Faced
Real number (ℝ)

MISSING

Distinct	69
Distinct (%)	0.3%
Missing	401460
Missing (%)	94.4%
Infinite	0
Infinite (%)	0.0%
Mean	13.853502

Minimum	0
Maximum	76
Zeros	103
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	10
Q3	20
95-th percentile	39
Maximum	76
Range	76
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.983127
Coefficient of variation (CV)	0.864989
Kurtosis	1.3482991
Mean	13.853502
Median Absolute Deviation (MAD)	7
Skewness	1.292813
Sum	327760
Variance	143.59533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	1454	0.3%
2	1427	0.3%
4	1374	0.3%
1	1372	0.3%
5	1239	0.3%
6	1171	0.3%
7	1152	0.3%
8	986	0.2%
9	940	0.2%
10	865	0.2%
Other values (59)	11679	2.7%
(Missing)	401460	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	< 0.1%
1	1372	0.3%
2	1427	0.3%
3	1454	0.3%
4	1374	0.3%
5	1239	0.3%
6	1171	0.3%
7	1152	0.3%
8	986	0.2%
9	940	0.2%

Value	Count	Frequency (%)
76	1	< 0.1%
70	1	< 0.1%
67	6	< 0.1%
66	5	< 0.1%
65	2	< 0.1%
63	3	< 0.1%
62	13	< 0.1%
61	5	< 0.1%
60	6	< 0.1%
59	13	< 0.1%

Bowler Runs Conceded
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1877098

Minimum	0
Maximum	8
Zeros	168659
Zeros (%)	39.7%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5394593
Coefficient of variation (CV)	1.2961578
Kurtosis	2.1972925
Mean	1.1877098
Median Absolute Deviation (MAD)	1
Skewness	1.6961972
Sum	504918
Variance	2.3699348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	168659	39.7%
1	163553	38.5%
4	40854	9.6%
2	31659	7.4%
6	17104	4.0%
3	2333	0.5%
5	846	0.2%
7	110	< 0.1%
8	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	168659	39.7%
1	163553	38.5%
2	31659	7.4%
3	2333	0.5%
4	40854	9.6%
5	846	0.2%
6	17104	4.0%
7	110	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	110	< 0.1%
6	17104	4.0%
5	846	0.2%
4	40854	9.6%
3	2333	0.5%
2	31659	7.4%
1	163553	38.5%
0	168659	39.7%

Valid Ball
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

1	408034
0	17085

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	425119
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Most occurring characters

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	425119	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	425119	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	425119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	408034	96.0%
0	17085	4.0%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	Match ID	Date	Venue	Bat First	Bat Second	Innings	Over	Ball	Batter	Non Striker	Bowler	Batter Runs	Runs From Ball	Extra Type	Wicket	Method	Player Out	Innings Runs	Innings Wickets	Target Score	Runs to Get	Balls Remaining	Winner	Chased Successfully	Total Batter Runs	Total Non Striker Runs	Batter Balls Faced	Non Striker Balls Faced	Player Out Runs	Player Out Balls Faced	Bowler Runs Conceded	Valid Ball
0	0	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	1	BA King	KR Mayers	WD Parnell	1	1	[]	0	NaN	NaN	1	0	259	NaN	119	South Africa	1	1	0	1	0	NaN	NaN	1	1
1	1	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	2	KR Mayers	BA King	WD Parnell	1	1	[]	0	NaN	NaN	2	0	259	NaN	118	South Africa	1	1	1	1	1	NaN	NaN	1	1
2	2	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	3	BA King	KR Mayers	WD Parnell	0	0	[]	1	caught	BA King	2	1	259	NaN	117	South Africa	1	0	1	0	1	1.0	2.0	0	1
3	3	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	4	J Charles	KR Mayers	WD Parnell	0	0	[]	0	NaN	NaN	2	1	259	NaN	116	South Africa	1	0	1	1	1	NaN	NaN	0	1
4	4	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	5	J Charles	KR Mayers	WD Parnell	4	4	[]	0	NaN	NaN	6	1	259	NaN	115	South Africa	1	4	1	2	1	NaN	NaN	4	1
5	5	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	1	6	J Charles	KR Mayers	WD Parnell	4	4	[]	0	NaN	NaN	10	1	259	NaN	114	South Africa	1	8	1	3	1	NaN	NaN	4	1
6	6	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	2	1	KR Mayers	J Charles	AK Markram	0	0	[]	0	NaN	NaN	10	1	259	NaN	113	South Africa	1	1	8	2	3	NaN	NaN	0	1
7	7	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	2	2	KR Mayers	J Charles	AK Markram	0	0	[]	0	NaN	NaN	10	1	259	NaN	112	South Africa	1	1	8	3	3	NaN	NaN	0	1
8	8	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	2	3	KR Mayers	J Charles	AK Markram	0	0	[]	0	NaN	NaN	10	1	259	NaN	111	South Africa	1	1	8	4	3	NaN	NaN	0	1
9	9	1339605	2023-03-26	SuperSport Park	West Indies	South Africa	1	2	4	KR Mayers	J Charles	AK Markram	0	0	[]	0	NaN	NaN	10	1	259	NaN	110	South Africa	1	1	8	5	3	NaN	NaN	0	1

	Unnamed: 0	Match ID	Date	Venue	Bat First	Bat Second	Innings	Over	Ball	Batter	Non Striker	Bowler	Batter Runs	Extra Runs	Runs From Ball	Ball Rebowled	Extra Type	Method	Player Out	Innings Runs	Innings Wickets	Target Score	Runs to Get	Balls Remaining	Winner	Total Batter Runs	Total Non Striker Runs	Batter Balls Faced	Non Striker Balls Faced	Player Out Runs	Player Out Balls Faced	Bowler Runs Conceded	Valid Ball
425109	425109	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	19	4	S Mahmood	TK Curran	IS Sodhi	1	0	1	0	[]	NaN	NaN	154	7	181	27.0	8	New Zealand	2	4	2	4	NaN	NaN	1	1
425110	425110	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	19	5	TK Curran	S Mahmood	IS Sodhi	0	1	1	1	['wides']	NaN	NaN	155	7	181	26.0	8	New Zealand	4	2	5	2	NaN	NaN	1	0
425111	425111	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	19	5	TK Curran	S Mahmood	IS Sodhi	6	0	6	0	[]	NaN	NaN	161	7	181	20.0	7	New Zealand	10	2	6	2	NaN	NaN	6	1
425112	425112	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	19	6	TK Curran	S Mahmood	IS Sodhi	1	0	1	0	[]	NaN	NaN	162	7	181	19.0	6	New Zealand	11	2	7	2	NaN	NaN	1	1
425113	425113	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	1	TK Curran	S Mahmood	TG Southee	0	0	0	0	[]	NaN	NaN	162	7	181	19.0	5	New Zealand	11	2	8	2	NaN	NaN	0	1
425114	425114	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	2	TK Curran	S Mahmood	TG Southee	0	0	0	0	[]	NaN	NaN	162	7	181	19.0	4	New Zealand	11	2	9	2	NaN	NaN	0	1
425115	425115	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	3	TK Curran	S Mahmood	TG Southee	1	0	1	0	[]	NaN	NaN	163	7	181	18.0	3	New Zealand	12	2	10	2	NaN	NaN	1	1
425116	425116	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	4	S Mahmood	TK Curran	TG Southee	0	0	0	0	[]	NaN	NaN	163	7	181	18.0	2	New Zealand	2	12	3	10	NaN	NaN	0	1
425117	425117	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	5	S Mahmood	TK Curran	TG Southee	1	0	1	0	[]	NaN	NaN	164	7	181	17.0	1	New Zealand	3	12	4	10	NaN	NaN	1	1
425118	425118	1187667	2019-11-05	Saxton Oval	New Zealand	England	2	20	6	TK Curran	S Mahmood	TG Southee	2	0	2	0	[]	NaN	NaN	166	7	181	15.0	0	New Zealand	14	3	11	4	NaN	NaN	2	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Other Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

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ASCII

Most occurring characters

Most occurring categories

Most frequent character per category